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Because it's too flexible, and assumes everyone has source code to glue it all together. There's endless choices you can make to have a functional system.
That's just the basics to make it to a desktop. Now there's some stuff to help that a lot, like Flatpak which aims to provide a known base system for apps to target. The portals help get access to resources with varying backends. PipeWire supports pretty much every audio protocol in existence so that's alright. Flatpak is a pretty good standard/ABI to target. For server software we have similar things in the form of Docker and Podman. But all of these solutions are basically "lets just ship the distro with the software".
The only really standard interface is the Linux kernel's public interface. If you're writing a driver, you better be ready to maintain it because stuff moves around a lot internally, the kernel doesn't care not to break out of tree modules. Go makes use of the stable kernel API and skips the libc entirely, so Go binaries are usually fairly portable as long as the kernel is somewhat sane.
The only real standard you can target is POSIX, which is fine if you're writing CLI or server software, but if you want to write GUIs, you just have to make choices. Most Linux stuff runs fine on FreeBSD too, they have Wayland, PipeWire and Mesa there too, so technically at this point you're not even targetting Linux per-se, more like generally POSIX-y systems with software that's just very commonly used and target that.
On Windows and Mac, you have what Microsoft/Apple provides and if you want anything else you bring it yourself. However, technically you can install PulseAudio on those, install an X server (Xming, Xquartz), run most DEs in there, run browsers and quite a bit of Linux-y stuff, natively on Windows and Mac in their respective binary formats.
The thing with FOSS is there isn't a single standard it targets, we just port everything to everything as needed. The closest thing we have to a standard is targeting specific versions of specific distros, usually Debian/Ubuntu or RHEL and derivatives because that's what the enterprise customers that pays for the development tends to run. That's why Davinci Resolve is a pain to run on anything other than Rocky Linux. Thankfully, it's also just software and dependencies, so if you just give it everything it uses from Rocky, it'll work just fine on other distros. And that's why source code is important: you can make everything work with everything with enough time and patience. That's what powers the ecosystem.